Generalized Dynamic Factor Models and Volatilities: Consistency, rates, and prediction intervals

Matteo Barigozzi, Marc Hallin

Volatilities, in high-dimensional panels of economic time series with a dynamic factor structure on the levels or returns, typically also admit a dynamic factor decomposition. We c…